Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 18287 |
| Missing cells | 83301 |
| Missing cells (%) | 24.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.7 MiB |
| Average record size in memory | 152.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 7 |
| DateTime | 1 |
| Unsupported | 3 |
linqmap_reportMood has constant value "0" | Constant |
nComments has constant value "0" | Constant |
linqmap_city has a high cardinality: 77 distinct values | High cardinality |
linqmap_street has a high cardinality: 1208 distinct values | High cardinality |
linqmap_roadType is highly correlated with linqmap_reportRating | High correlation |
linqmap_reportRating is highly correlated with linqmap_roadType and 1 other fields | High correlation |
linqmap_magvar is highly correlated with linqmap_reportRating | High correlation |
linqmap_reportRating is highly correlated with linqmap_magvar | High correlation |
linqmap_magvar is highly correlated with linqmap_reportRating | High correlation |
OBJECTID is highly correlated with update_date | High correlation |
linqmap_reportRating is highly correlated with linqmap_magvar | High correlation |
linqmap_magvar is highly correlated with linqmap_reportRating | High correlation |
update_date is highly correlated with OBJECTID | High correlation |
linqmap_city is highly correlated with linqmap_reportDescription and 2 other fields | High correlation |
linqmap_reportDescription is highly correlated with linqmap_city and 4 other fields | High correlation |
linqmap_type is highly correlated with linqmap_reportDescription and 3 other fields | High correlation |
nComments is highly correlated with linqmap_city and 4 other fields | High correlation |
linqmap_subtype is highly correlated with linqmap_reportDescription and 3 other fields | High correlation |
linqmap_reportMood is highly correlated with linqmap_city and 4 other fields | High correlation |
OBJECTID is highly correlated with update_date | High correlation |
linqmap_type is highly correlated with linqmap_subtype and 4 other fields | High correlation |
linqmap_subtype is highly correlated with linqmap_type and 5 other fields | High correlation |
linqmap_reportDescription is highly correlated with linqmap_magvar | High correlation |
linqmap_city is highly correlated with linqmap_type and 7 other fields | High correlation |
linqmap_roadType is highly correlated with linqmap_subtype and 1 other fields | High correlation |
linqmap_reportRating is highly correlated with linqmap_type and 4 other fields | High correlation |
linqmap_magvar is highly correlated with linqmap_type and 4 other fields | High correlation |
linqmap_reliability is highly correlated with linqmap_type and 3 other fields | High correlation |
update_date is highly correlated with OBJECTID | High correlation |
x is highly correlated with linqmap_city and 1 other fields | High correlation |
y is highly correlated with linqmap_city and 1 other fields | High correlation |
linqmap_subtype has 907 (5.0%) missing values | Missing |
linqmap_reportDescription has 17949 (98.2%) missing values | Missing |
linqmap_city has 7850 (42.9%) missing values | Missing |
linqmap_street has 1734 (9.5%) missing values | Missing |
linqmap_nearby has 18287 (100.0%) missing values | Missing |
linqmap_expectedBeginDate has 18287 (100.0%) missing values | Missing |
linqmap_expectedEndDate has 18287 (100.0%) missing values | Missing |
linqmap_nearby is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
linqmap_expectedBeginDate is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
linqmap_expectedEndDate is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
linqmap_roadType has 333 (1.8%) zeros | Zeros |
linqmap_reportRating has 7011 (38.3%) zeros | Zeros |
linqmap_magvar has 7086 (38.7%) zeros | Zeros |
Reproduction
| Analysis started | 2022-06-02 08:41:46.363205 |
|---|---|
| Analysis finished | 2022-06-02 08:41:58.704680 |
| Duration | 12.34 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 17133 |
|---|---|
| Distinct (%) | 93.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116434.9893 |
| Minimum | 12568 |
|---|---|
| Maximum | 187271 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.0 KiB |
Quantile statistics
| Minimum | 12568 |
|---|---|
| 5-th percentile | 16550.3 |
| Q1 | 37431.5 |
| median | 142508 |
| Q3 | 170041.5 |
| 95-th percentile | 181005.7 |
| Maximum | 187271 |
| Range | 174703 |
| Interquartile range (IQR) | 132610 |
Descriptive statistics
| Standard deviation | 63082.72992 |
|---|---|
| Coefficient of variation (CV) | 0.5417849935 |
| Kurtosis | -1.272363107 |
| Mean | 116434.9893 |
| Median Absolute Deviation (MAD) | 32004 |
| Skewness | -0.6477076819 |
| Sum | 2129246649 |
| Variance | 3979430814 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 174449 | 4 | < 0.1% |
| 174475 | 4 | < 0.1% |
| 174473 | 4 | < 0.1% |
| 174472 | 4 | < 0.1% |
| 174471 | 4 | < 0.1% |
| 174470 | 4 | < 0.1% |
| 174469 | 4 | < 0.1% |
| 174468 | 4 | < 0.1% |
| 174467 | 4 | < 0.1% |
| 174466 | 4 | < 0.1% |
| Other values (17123) | 18247 |
| Value | Count | Frequency (%) |
| 12568 | 1 | |
| 12569 | 1 | |
| 12570 | 1 | |
| 12571 | 1 | |
| 12572 | 1 | |
| 12573 | 1 | |
| 12574 | 1 | |
| 12575 | 1 | |
| 12576 | 1 | |
| 12577 | 1 |
| Value | Count | Frequency (%) |
| 187271 | 1 | |
| 187270 | 1 | |
| 187269 | 1 | |
| 187268 | 1 | |
| 187267 | 1 | |
| 187266 | 1 | |
| 187265 | 1 | |
| 187264 | 1 | |
| 187263 | 1 | |
| 187262 | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.0 KiB |
| JAM | |
|---|---|
| ROAD_CLOSED | |
| WEATHERHAZARD | |
| ACCIDENT | 192 |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 7.630065074 |
| Min length | 3 |
Characters and Unicode
| Total characters | 139531 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | JAM |
|---|---|
| 2nd row | WEATHERHAZARD |
| 3rd row | JAM |
| 4th row | ACCIDENT |
| 5th row | JAM |
Common Values
| Value | Count | Frequency (%) |
| JAM | 8387 | |
| ROAD_CLOSED | 6685 | |
| WEATHERHAZARD | 3023 | 16.5% |
| ACCIDENT | 192 | 1.0% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| jam | 8387 | |
| road_closed | 6685 | |
| weatherhazard | 3023 | 16.5% |
| accident | 192 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 24333 | |
| D | 16585 | |
| O | 13370 | |
| E | 12923 | |
| R | 12731 | |
| J | 8387 | 6.0% |
| M | 8387 | 6.0% |
| C | 7069 | 5.1% |
| S | 6685 | 4.8% |
| L | 6685 | 4.8% |
| Other values (7) | 22376 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 132846 | |
| Connector Punctuation | 6685 | 4.8% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 24333 | |
| D | 16585 | |
| O | 13370 | |
| E | 12923 | |
| R | 12731 | |
| J | 8387 | 6.3% |
| M | 8387 | 6.3% |
| C | 7069 | 5.3% |
| S | 6685 | 5.0% |
| L | 6685 | 5.0% |
| Other values (6) | 15691 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 6685 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 132846 | |
| Common | 6685 | 4.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 24333 | |
| D | 16585 | |
| O | 13370 | |
| E | 12923 | |
| R | 12731 | |
| J | 8387 | 6.3% |
| M | 8387 | 6.3% |
| C | 7069 | 5.3% |
| S | 6685 | 5.0% |
| L | 6685 | 5.0% |
| Other values (6) | 15691 |
Common
| Value | Count | Frequency (%) |
| _ | 6685 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 139531 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 24333 | |
| D | 16585 | |
| O | 13370 | |
| E | 12923 | |
| R | 12731 | |
| J | 8387 | 6.0% |
| M | 8387 | 6.0% |
| C | 7069 | 5.1% |
| S | 6685 | 4.8% |
| L | 6685 | 4.8% |
| Other values (7) | 22376 |
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 907 |
| Missing (%) | 5.0% |
| Memory size | 143.0 KiB |
| ROAD_CLOSED_EVENT | |
|---|---|
| JAM_STAND_STILL_TRAFFIC | |
| JAM_HEAVY_TRAFFIC | |
| HAZARD_ON_SHOULDER_CAR_STOPPED | |
| JAM_MODERATE_TRAFFIC | |
| Other values (19) |
Length
| Max length | 34 |
|---|---|
| Median length | 17 |
| Mean length | 20.51973533 |
| Min length | 14 |
Characters and Unicode
| Total characters | 356633 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | JAM_STAND_STILL_TRAFFIC |
|---|---|
| 2nd row | HAZARD_ON_SHOULDER_CAR_STOPPED |
| 3rd row | JAM_STAND_STILL_TRAFFIC |
| 4th row | JAM_STAND_STILL_TRAFFIC |
| 5th row | JAM_STAND_STILL_TRAFFIC |
Common Values
| Value | Count | Frequency (%) |
| ROAD_CLOSED_EVENT | 6630 | |
| JAM_STAND_STILL_TRAFFIC | 4429 | |
| JAM_HEAVY_TRAFFIC | 2285 | 12.5% |
| HAZARD_ON_SHOULDER_CAR_STOPPED | 1641 | 9.0% |
| JAM_MODERATE_TRAFFIC | 1100 | 6.0% |
| HAZARD_ON_ROAD_CONSTRUCTION | 605 | 3.3% |
| HAZARD_ON_ROAD_CAR_STOPPED | 329 | 1.8% |
| HAZARD_WEATHER_FOG | 100 | 0.5% |
| ACCIDENT_MINOR | 48 | 0.3% |
| ROAD_CLOSED_CONSTRUCTION | 40 | 0.2% |
| Other values (14) | 173 | 0.9% |
| (Missing) | 907 | 5.0% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| road_closed_event | 6630 | |
| jam_stand_still_traffic | 4429 | |
| jam_heavy_traffic | 2285 | 13.1% |
| hazard_on_shoulder_car_stopped | 1641 | 9.4% |
| jam_moderate_traffic | 1100 | 6.3% |
| hazard_on_road_construction | 605 | 3.5% |
| hazard_on_road_car_stopped | 329 | 1.9% |
| hazard_weather_fog | 100 | 0.6% |
| accident_minor | 48 | 0.3% |
| road_closed_construction | 40 | 0.2% |
| Other values (14) | 173 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| _ | 43833 | |
| A | 39018 | |
| E | 28426 | 8.0% |
| T | 27968 | 7.8% |
| D | 26446 | 7.4% |
| R | 23927 | 6.7% |
| O | 23403 | 6.6% |
| S | 19852 | 5.6% |
| C | 17966 | 5.0% |
| L | 17277 | 4.8% |
| Other values (15) | 88517 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 312800 | |
| Connector Punctuation | 43833 | 12.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 39018 | |
| E | 28426 | 9.1% |
| T | 27968 | 8.9% |
| D | 26446 | 8.5% |
| R | 23927 | 7.6% |
| O | 23403 | 7.5% |
| S | 19852 | 6.3% |
| C | 17966 | 5.7% |
| L | 17277 | 5.5% |
| F | 15775 | 5.0% |
| Other values (14) | 72742 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 43833 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 312800 | |
| Common | 43833 | 12.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 39018 | |
| E | 28426 | 9.1% |
| T | 27968 | 8.9% |
| D | 26446 | 8.5% |
| R | 23927 | 7.6% |
| O | 23403 | 7.5% |
| S | 19852 | 6.3% |
| C | 17966 | 5.7% |
| L | 17277 | 5.5% |
| F | 15775 | 5.0% |
| Other values (14) | 72742 |
Common
| Value | Count | Frequency (%) |
| _ | 43833 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 356633 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| _ | 43833 | |
| A | 39018 | |
| E | 28426 | 8.0% |
| T | 27968 | 7.8% |
| D | 26446 | 7.4% |
| R | 23927 | 6.7% |
| O | 23403 | 6.6% |
| S | 19852 | 5.6% |
| C | 17966 | 5.0% |
| L | 17277 | 4.8% |
| Other values (15) | 88517 |
pubDate
Date
| Distinct | 9989 |
|---|---|
| Distinct (%) | 54.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.0 KiB |
| Minimum | 2021-02-07 03:00:00 |
|---|---|
| Maximum | 2022-05-24 12:51:44 |
Histogram with fixed size bins (bins=50)
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 17949 |
| Missing (%) | 98.2% |
| Memory size | 143.0 KiB |
| חסר מידע | |
|---|---|
| אתר התארגנות - הקו הירוק של הרכבת הקלה | |
| עבודות-סגירה חלקית | 5 |
Length
| Max length | 38 |
|---|---|
| Median length | 8 |
| Mean length | 11.43195266 |
| Min length | 8 |
Characters and Unicode
| Total characters | 3864 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | אתר התארגנות - הקו הירוק של הרכבת הקלה |
|---|---|
| 2nd row | חסר מידע |
| 3rd row | חסר מידע |
| 4th row | חסר מידע |
| 5th row | חסר מידע |
Common Values
| Value | Count | Frequency (%) |
| חסר מידע | 296 | 1.6% |
| אתר התארגנות - הקו הירוק של הרכבת הקלה | 37 | 0.2% |
| עבודות-סגירה חלקית | 5 | < 0.1% |
| (Missing) | 17949 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| חסר | 296 | |
| מידע | 296 | |
| אתר | 37 | 4.1% |
| התארגנות | 37 | 4.1% |
| 37 | 4.1% | |
| הקו | 37 | 4.1% |
| הירוק | 37 | 4.1% |
| של | 37 | 4.1% |
| הרכבת | 37 | 4.1% |
| הקלה | 37 | 4.1% |
| Other values (2) | 10 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 560 | ||
| ר | 449 | |
| י | 343 | |
| ח | 301 | |
| ס | 301 | |
| ד | 301 | |
| ע | 301 | |
| מ | 296 | |
| ה | 227 | 5.9% |
| ת | 158 | 4.1% |
| Other values (10) | 627 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 3262 | |
| Space Separator | 560 | 14.5% |
| Dash Punctuation | 42 | 1.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| ר | 449 | |
| י | 343 | |
| ח | 301 | |
| ס | 301 | |
| ד | 301 | |
| ע | 301 | |
| מ | 296 | |
| ה | 227 | |
| ת | 158 | 4.8% |
| ו | 121 | 3.7% |
| Other values (8) | 464 |
Space Separator
| Value | Count | Frequency (%) |
| 560 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 42 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hebrew | 3262 | |
| Common | 602 | 15.6% |
Most frequent character per script
Hebrew
| Value | Count | Frequency (%) |
| ר | 449 | |
| י | 343 | |
| ח | 301 | |
| ס | 301 | |
| ד | 301 | |
| ע | 301 | |
| מ | 296 | |
| ה | 227 | |
| ת | 158 | 4.8% |
| ו | 121 | 3.7% |
| Other values (8) | 464 |
Common
| Value | Count | Frequency (%) |
| 560 | ||
| - | 42 | 7.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hebrew | 3262 | |
| ASCII | 602 | 15.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 560 | ||
| - | 42 | 7.0% |
Hebrew
| Value | Count | Frequency (%) |
| ר | 449 | |
| י | 343 | |
| ח | 301 | |
| ס | 301 | |
| ד | 301 | |
| ע | 301 | |
| מ | 296 | |
| ה | 227 | |
| ת | 158 | 4.8% |
| ו | 121 | 3.7% |
| Other values (8) | 464 |
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 7850 |
| Missing (%) | 42.9% |
| Memory size | 143.0 KiB |
| תל אביב - יפו | |
|---|---|
| אור יהודה | |
| חולון | |
| רמת גן | |
| פתח תקווה | 445 |
| Other values (72) |
Length
| Max length | 23 |
|---|---|
| Median length | 19 |
| Mean length | 10.025103 |
| Min length | 3 |
Characters and Unicode
| Total characters | 104632 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 6 ? |
| Distinct scripts | 4 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 16 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | פלמחים |
|---|---|
| 2nd row | פתח תקווה |
| 3rd row | גבעתיים |
| 4th row | רמת גן |
| 5th row | יהוד-מונוסון |
Common Values
| Value | Count | Frequency (%) |
| תל אביב - יפו | 4502 | |
| אור יהודה | 950 | 5.2% |
| חולון | 527 | 2.9% |
| רמת גן | 501 | 2.7% |
| פתח תקווה | 445 | 2.4% |
| יהוד-מונוסון | 376 | 2.1% |
| ראשון לציון | 351 | 1.9% |
| בני ברק | 330 | 1.8% |
| רחובות | 311 | 1.7% |
| בת ים | 284 | 1.6% |
| Other values (67) | 1860 | 10.2% |
| (Missing) | 7850 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| תל | 4507 | |
| 4504 | ||
| יפו | 4502 | |
| אביב | 4502 | |
| יהודה | 959 | 3.5% |
| אור | 950 | 3.4% |
| רמת | 711 | 2.6% |
| חולון | 527 | 1.9% |
| גן | 505 | 1.8% |
| תקווה | 449 | 1.6% |
| Other values (101) | 5656 |
Most occurring characters
| Value | Count | Frequency (%) |
| 17335 | ||
| י | 12564 | |
| ו | 12348 | |
| ב | 10915 | |
| ת | 7386 | |
| א | 6488 | 6.2% |
| ל | 5758 | 5.5% |
| פ | 5248 | 5.0% |
| - | 4988 | 4.8% |
| ה | 3945 | 3.8% |
| Other values (28) | 17657 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 82291 | |
| Space Separator | 17335 | 16.6% |
| Dash Punctuation | 4988 | 4.8% |
| Lowercase Letter | 14 | < 0.1% |
| Uppercase Letter | 2 | < 0.1% |
| Other Punctuation | 2 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| י | 12564 | |
| ו | 12348 | |
| ב | 10915 | |
| ת | 7386 | |
| א | 6488 | |
| ל | 5758 | |
| פ | 5248 | |
| ה | 3945 | 4.8% |
| ר | 3765 | 4.6% |
| ן | 2587 | 3.1% |
| Other values (19) | 11287 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 4 | |
| l | 4 | |
| i | 2 | |
| y | 2 | |
| q | 2 |
Space Separator
| Value | Count | Frequency (%) |
| 17335 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4988 |
Uppercase Letter
| Value | Count | Frequency (%) |
| Q | 2 |
Other Punctuation
| Value | Count | Frequency (%) |
| " | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hebrew | 82277 | |
| Common | 22325 | 21.3% |
| Latin | 16 | < 0.1% |
| Arabic | 14 | < 0.1% |
Most frequent character per script
Hebrew
| Value | Count | Frequency (%) |
| י | 12564 | |
| ו | 12348 | |
| ב | 10915 | |
| ת | 7386 | |
| א | 6488 | |
| ל | 5758 | |
| פ | 5248 | |
| ה | 3945 | 4.8% |
| ר | 3765 | 4.6% |
| ן | 2587 | 3.1% |
| Other values (15) | 11273 |
Latin
| Value | Count | Frequency (%) |
| a | 4 | |
| l | 4 | |
| i | 2 | |
| y | 2 | |
| q | 2 | |
| Q | 2 |
Arabic
| Value | Count | Frequency (%) |
| ق | 4 | |
| ي | 4 | |
| ل | 4 | |
| ة | 2 |
Common
| Value | Count | Frequency (%) |
| 17335 | ||
| - | 4988 | 22.3% |
| " | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hebrew | 82277 | |
| ASCII | 22341 | 21.4% |
| Arabic | 14 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 17335 | ||
| - | 4988 | 22.3% |
| a | 4 | < 0.1% |
| l | 4 | < 0.1% |
| i | 2 | < 0.1% |
| y | 2 | < 0.1% |
| q | 2 | < 0.1% |
| Q | 2 | < 0.1% |
| " | 2 | < 0.1% |
Hebrew
| Value | Count | Frequency (%) |
| י | 12564 | |
| ו | 12348 | |
| ב | 10915 | |
| ת | 7386 | |
| א | 6488 | |
| ל | 5758 | |
| פ | 5248 | |
| ה | 3945 | 4.8% |
| ר | 3765 | 4.6% |
| ן | 2587 | 3.1% |
| Other values (15) | 11273 |
Arabic
| Value | Count | Frequency (%) |
| ق | 4 | |
| ي | 4 | |
| ل | 4 | |
| ة | 2 |
| Distinct | 1208 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 1734 |
| Missing (%) | 9.5% |
| Memory size | 143.0 KiB |
| שד ירושלים | 911 |
|---|---|
| 6 דרום | 617 |
| 4 דרום | 510 |
| 4 צפון | 464 |
| בן יהודה | 403 |
| Other values (1203) |
Length
| Max length | 47 |
|---|---|
| Median length | 37 |
| Mean length | 8.545037153 |
| Min length | 1 |
Characters and Unicode
| Total characters | 141446 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 426 ? |
|---|---|
| Unique (%) | 2.6% |
Sample
| 1st row | 443 מערב |
|---|---|
| 2nd row | ל-6 דרום |
| 3rd row | בן גוריון |
| 4th row | 44 צפון |
| 5th row | 2 דרום |
Common Values
| Value | Count | Frequency (%) |
| שד ירושלים | 911 | 5.0% |
| 6 דרום | 617 | 3.4% |
| 4 דרום | 510 | 2.8% |
| 4 צפון | 464 | 2.5% |
| בן יהודה | 403 | 2.2% |
| יגאל אלון | 382 | 2.1% |
| שתולים | 326 | 1.8% |
| 6 צפון | 300 | 1.6% |
| 20 איילון דרום | 283 | 1.5% |
| ארלוזורוב | 276 | 1.5% |
| Other values (1198) | 12081 | |
| (Missing) | 1734 | 9.5% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| דרום | 2211 | 6.9% |
| צפון | 1684 | 5.2% |
| שד | 1299 | 4.0% |
| ירושלים | 1115 | 3.5% |
| 4 | 998 | 3.1% |
| 6 | 990 | 3.1% |
| מערב | 930 | 2.9% |
| מזרח | 786 | 2.4% |
| בן | 784 | 2.4% |
| איילון | 727 | 2.3% |
| Other values (1116) | 20616 |
Most occurring characters
| Value | Count | Frequency (%) |
| 15587 | 11.0% | |
| ו | 13777 | 9.7% |
| י | 12946 | 9.2% |
| ר | 10671 | 7.5% |
| ל | 8732 | 6.2% |
| ד | 6566 | 4.6% |
| ן | 5816 | 4.1% |
| ה | 5500 | 3.9% |
| ב | 5117 | 3.6% |
| ש | 4952 | 3.5% |
| Other values (36) | 51782 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 110882 | |
| Space Separator | 15587 | 11.0% |
| Decimal Number | 11895 | 8.4% |
| Dash Punctuation | 1612 | 1.1% |
| Other Punctuation | 1050 | 0.7% |
| Open Punctuation | 210 | 0.1% |
| Close Punctuation | 210 | 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| ו | 13777 | |
| י | 12946 | |
| ר | 10671 | 9.6% |
| ל | 8732 | 7.9% |
| ד | 6566 | 5.9% |
| ן | 5816 | 5.2% |
| ה | 5500 | 5.0% |
| ב | 5117 | 4.6% |
| ש | 4952 | 4.5% |
| א | 4850 | 4.4% |
| Other values (17) | 31955 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 3923 | |
| 1 | 1669 | |
| 2 | 1484 | 12.5% |
| 6 | 1284 | 10.8% |
| 0 | 1245 | 10.5% |
| 5 | 1046 | 8.8% |
| 3 | 724 | 6.1% |
| 7 | 421 | 3.5% |
| 8 | 92 | 0.8% |
| 9 | 7 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 752 | |
| " | 220 | 21.0% |
| / | 48 | 4.6% |
| . | 19 | 1.8% |
| ׳ | 11 | 1.0% |
Space Separator
| Value | Count | Frequency (%) |
| 15587 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1612 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 210 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 210 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hebrew | 110893 | |
| Common | 30553 | 21.6% |
Most frequent character per script
Hebrew
| Value | Count | Frequency (%) |
| ו | 13777 | |
| י | 12946 | |
| ר | 10671 | 9.6% |
| ל | 8732 | 7.9% |
| ד | 6566 | 5.9% |
| ן | 5816 | 5.2% |
| ה | 5500 | 5.0% |
| ב | 5117 | 4.6% |
| ש | 4952 | 4.5% |
| א | 4850 | 4.4% |
| Other values (18) | 31966 |
Common
| Value | Count | Frequency (%) |
| 15587 | ||
| 4 | 3923 | 12.8% |
| 1 | 1669 | 5.5% |
| - | 1612 | 5.3% |
| 2 | 1484 | 4.9% |
| 6 | 1284 | 4.2% |
| 0 | 1245 | 4.1% |
| 5 | 1046 | 3.4% |
| , | 752 | 2.5% |
| 3 | 724 | 2.4% |
| Other values (8) | 1227 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hebrew | 110893 | |
| ASCII | 30553 | 21.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 15587 | ||
| 4 | 3923 | 12.8% |
| 1 | 1669 | 5.5% |
| - | 1612 | 5.3% |
| 2 | 1484 | 4.9% |
| 6 | 1284 | 4.2% |
| 0 | 1245 | 4.1% |
| 5 | 1046 | 3.4% |
| , | 752 | 2.5% |
| 3 | 724 | 2.4% |
| Other values (8) | 1227 | 4.0% |
Hebrew
| Value | Count | Frequency (%) |
| ו | 13777 | |
| י | 12946 | |
| ר | 10671 | 9.6% |
| ל | 8732 | 7.9% |
| ד | 6566 | 5.9% |
| ן | 5816 | 5.2% |
| ה | 5500 | 5.0% |
| ב | 5117 | 4.6% |
| ש | 4952 | 4.5% |
| א | 4850 | 4.4% |
| Other values (18) | 31966 |
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.976540712 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 333 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.630400269 |
|---|---|
| Coefficient of variation (CV) | 0.8837104961 |
| Kurtosis | 18.2604061 |
| Mean | 2.976540712 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.733319605 |
| Sum | 54432 |
| Variance | 6.919005576 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 2 | 6767 | |
| 3 | 3783 | |
| 1 | 3239 | |
| 4 | 1725 | 9.4% |
| 6 | 1613 | 8.8% |
| 7 | 451 | 2.5% |
| 0 | 333 | 1.8% |
| 17 | 235 | 1.3% |
| 20 | 95 | 0.5% |
| 16 | 37 | 0.2% |
| Other values (3) | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 333 | 1.8% |
| 1 | 3239 | |
| 2 | 6767 | |
| 3 | 3783 | |
| 4 | 1725 | 9.4% |
| 6 | 1613 | 8.8% |
| 7 | 451 | 2.5% |
| 8 | 7 | < 0.1% |
| 10 | 1 | < 0.1% |
| 16 | 37 | 0.2% |
| Value | Count | Frequency (%) |
| 22 | 1 | < 0.1% |
| 20 | 95 | 0.5% |
| 17 | 235 | 1.3% |
| 16 | 37 | 0.2% |
| 10 | 1 | < 0.1% |
| 8 | 7 | < 0.1% |
| 7 | 451 | 2.5% |
| 6 | 1613 | |
| 4 | 1725 | |
| 3 | 3783 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.0 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 18287 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 18287 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 18287 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 18287 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18287 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 18287 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 18287 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 18287 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18287 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 18287 |
linqmap_reportRating
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.993656696 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 7011 |
| Zeros (%) | 38.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.411659855 |
|---|---|
| Coefficient of variation (CV) | 0.8055899858 |
| Kurtosis | -1.808449111 |
| Mean | 2.993656696 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.4054205895 |
| Sum | 54745 |
| Variance | 5.816103258 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 10558 | |
| 0 | 7011 | |
| 4 | 251 | 1.4% |
| 3 | 178 | 1.0% |
| 1 | 161 | 0.9% |
| 2 | 128 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 7011 | |
| 1 | 161 | 0.9% |
| 2 | 128 | 0.7% |
| 3 | 178 | 1.0% |
| 4 | 251 | 1.4% |
| 5 | 10558 |
| Value | Count | Frequency (%) |
| 5 | 10558 | |
| 4 | 251 | 1.4% |
| 3 | 178 | 1.0% |
| 2 | 128 | 0.7% |
| 1 | 161 | 0.9% |
| 0 | 7011 |
linqmap_magvar
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 360 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.6642424 |
| Minimum | 0 |
|---|---|
| Maximum | 359 |
| Zeros | 7086 |
| Zeros (%) | 38.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 42 |
| Q3 | 201 |
| 95-th percentile | 327 |
| Maximum | 359 |
| Range | 359 |
| Interquartile range (IQR) | 201 |
Descriptive statistics
| Standard deviation | 118.5412674 |
|---|---|
| Coefficient of variation (CV) | 1.11134964 |
| Kurtosis | -1.062369076 |
| Mean | 106.6642424 |
| Median Absolute Deviation (MAD) | 42 |
| Skewness | 0.6341564302 |
| Sum | 1950569 |
| Variance | 14052.03207 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7086 | |
| 359 | 136 | 0.7% |
| 9 | 117 | 0.6% |
| 8 | 111 | 0.6% |
| 192 | 101 | 0.6% |
| 190 | 100 | 0.5% |
| 191 | 93 | 0.5% |
| 201 | 93 | 0.5% |
| 200 | 87 | 0.5% |
| 195 | 86 | 0.5% |
| Other values (350) | 10277 |
| Value | Count | Frequency (%) |
| 0 | 7086 | |
| 1 | 42 | 0.2% |
| 2 | 52 | 0.3% |
| 3 | 56 | 0.3% |
| 4 | 49 | 0.3% |
| 5 | 40 | 0.2% |
| 6 | 69 | 0.4% |
| 7 | 55 | 0.3% |
| 8 | 111 | 0.6% |
| 9 | 117 | 0.6% |
| Value | Count | Frequency (%) |
| 359 | 136 | |
| 358 | 47 | 0.3% |
| 357 | 48 | 0.3% |
| 356 | 33 | 0.2% |
| 355 | 44 | 0.2% |
| 354 | 51 | 0.3% |
| 353 | 27 | 0.1% |
| 352 | 32 | 0.2% |
| 351 | 50 | 0.3% |
| 350 | 32 | 0.2% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.0 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 18287 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 18287 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 18287 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 18287 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18287 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 18287 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 18287 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 18287 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18287 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 18287 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.315579373 |
| Minimum | 5 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.0 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 6 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 5 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.094243913 |
|---|---|
| Coefficient of variation (CV) | 0.2862717778 |
| Kurtosis | -1.646556163 |
| Mean | 7.315579373 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2765046277 |
| Sum | 133780 |
| Variance | 4.385857565 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 10 | 6007 | |
| 5 | 5095 | |
| 6 | 4224 | |
| 7 | 1392 | 7.6% |
| 8 | 974 | 5.3% |
| 9 | 595 | 3.3% |
| Value | Count | Frequency (%) |
| 5 | 5095 | |
| 6 | 4224 | |
| 7 | 1392 | 7.6% |
| 8 | 974 | 5.3% |
| 9 | 595 | 3.3% |
| 10 | 6007 |
| Value | Count | Frequency (%) |
| 10 | 6007 | |
| 9 | 595 | 3.3% |
| 8 | 974 | 5.3% |
| 7 | 1392 | 7.6% |
| 6 | 4224 | |
| 5 | 5095 |
| Distinct | 5135 |
|---|---|
| Distinct (%) | 28.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.652874385 × 1012 |
| Minimum | 1.652608382 × 1012 |
|---|---|
| Maximum | 1.653396783 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.0 KiB |
Quantile statistics
| Minimum | 1.652608382 × 1012 |
|---|---|
| 5-th percentile | 1.652622782 × 1012 |
| Q1 | 1.652781183 × 1012 |
| median | 1.652813583 × 1012 |
| Q3 | 1.652860383 × 1012 |
| 95-th percentile | 1.653389583 × 1012 |
| Maximum | 1.653396783 × 1012 |
| Range | 788400312 |
| Interquartile range (IQR) | 79200108 |
Descriptive statistics
| Standard deviation | 227760498.5 |
|---|---|
| Coefficient of variation (CV) | 0.0001377966169 |
| Kurtosis | 1.125945313 |
| Mean | 1.652874385 × 1012 |
| Median Absolute Deviation (MAD) | 32400100 |
| Skewness | 1.523369388 |
| Sum | 3.022611388 × 1016 |
| Variance | 5.187484467 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.652839383 × 1012 | 28 | 0.2% |
| 1.652839383 × 1012 | 28 | 0.2% |
| 1.652839383 × 1012 | 28 | 0.2% |
| 1.652839383 × 1012 | 28 | 0.2% |
| 1.652839383 × 1012 | 28 | 0.2% |
| 1.652863983 × 1012 | 27 | 0.1% |
| 1.652629982 × 1012 | 25 | 0.1% |
| 1.652817182 × 1012 | 25 | 0.1% |
| 1.652629982 × 1012 | 25 | 0.1% |
| 1.652839384 × 1012 | 24 | 0.1% |
| Other values (5125) | 18021 |
| Value | Count | Frequency (%) |
| 1.652608382 × 1012 | 1 | < 0.1% |
| 1.652608382 × 1012 | 1 | < 0.1% |
| 1.652608382 × 1012 | 3 | |
| 1.652608382 × 1012 | 4 | |
| 1.652608382 × 1012 | 1 | < 0.1% |
| 1.652608382 × 1012 | 1 | < 0.1% |
| 1.652608382 × 1012 | 7 | |
| 1.652608382 × 1012 | 3 | |
| 1.652608382 × 1012 | 4 | |
| 1.652608382 × 1012 | 3 |
| Value | Count | Frequency (%) |
| 1.653396783 × 1012 | 6 | |
| 1.653396783 × 1012 | 3 | |
| 1.653396783 × 1012 | 3 | |
| 1.653396783 × 1012 | 6 | |
| 1.653396783 × 1012 | 7 | |
| 1.653396783 × 1012 | 3 | |
| 1.653396783 × 1012 | 3 | |
| 1.653396783 × 1012 | 3 | |
| 1.653396783 × 1012 | 6 | |
| 1.653396783 × 1012 | 4 |
| Distinct | 11272 |
|---|---|
| Distinct (%) | 61.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 184336.3311 |
| Minimum | 164717.1 |
|---|---|
| Maximum | 201742.85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.0 KiB |
Quantile statistics
| Minimum | 164717.1 |
|---|---|
| 5-th percentile | 177015.08 |
| Q1 | 179115.53 |
| median | 183245.84 |
| Q3 | 187908.905 |
| 95-th percentile | 196673.437 |
| Maximum | 201742.85 |
| Range | 37025.75 |
| Interquartile range (IQR) | 8793.375 |
Descriptive statistics
| Standard deviation | 6507.341846 |
|---|---|
| Coefficient of variation (CV) | 0.03530146123 |
| Kurtosis | 0.03644758349 |
| Mean | 184336.3311 |
| Median Absolute Deviation (MAD) | 4246.8 |
| Skewness | 0.561943231 |
| Sum | 3370958487 |
| Variance | 42345497.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 178825.86 | 259 | 1.4% |
| 186260.92 | 79 | 0.4% |
| 186255.74 | 79 | 0.4% |
| 178747.04 | 75 | 0.4% |
| 178578.92 | 74 | 0.4% |
| 188285.59 | 74 | 0.4% |
| 187667.67 | 74 | 0.4% |
| 178618.18 | 74 | 0.4% |
| 180770.3 | 74 | 0.4% |
| 180759.68 | 74 | 0.4% |
| Other values (11262) | 17351 |
| Value | Count | Frequency (%) |
| 164717.1 | 1 | < 0.1% |
| 165786.41 | 1 | < 0.1% |
| 165871.71 | 1 | < 0.1% |
| 166117.21 | 1 | < 0.1% |
| 166276.83 | 1 | < 0.1% |
| 166287.49 | 1 | < 0.1% |
| 166495.29 | 1 | < 0.1% |
| 166532.14 | 1 | < 0.1% |
| 166600.81 | 9 | |
| 166639.4 | 9 |
| Value | Count | Frequency (%) |
| 201742.85 | 5 | |
| 201712.18 | 1 | < 0.1% |
| 201708.6 | 1 | < 0.1% |
| 201682.37 | 1 | < 0.1% |
| 201680.23 | 1 | < 0.1% |
| 201671.46 | 1 | < 0.1% |
| 201669.39 | 1 | < 0.1% |
| 201664.88 | 1 | < 0.1% |
| 201662.39 | 1 | < 0.1% |
| 201661.35 | 1 | < 0.1% |
| Distinct | 11286 |
|---|---|
| Distinct (%) | 61.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 663304.8278 |
| Minimum | 630669.73 |
|---|---|
| Maximum | 696807.08 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.0 KiB |
Quantile statistics
| Minimum | 630669.73 |
|---|---|
| 5-th percentile | 643831.779 |
| Q1 | 658984.21 |
| median | 663036.88 |
| Q3 | 667294.345 |
| 95-th percentile | 687481.238 |
| Maximum | 696807.08 |
| Range | 66137.35 |
| Interquartile range (IQR) | 8310.135 |
Descriptive statistics
| Standard deviation | 11515.93411 |
|---|---|
| Coefficient of variation (CV) | 0.01736145077 |
| Kurtosis | 1.274724882 |
| Mean | 663304.8278 |
| Median Absolute Deviation (MAD) | 4135.11 |
| Skewness | 0.2063734448 |
| Sum | 1.212985539 × 1010 |
| Variance | 132616738.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 665089.18 | 259 | 1.4% |
| 659751.11 | 79 | 0.4% |
| 659726.96 | 79 | 0.4% |
| 665885.89 | 74 | 0.4% |
| 659530.06 | 74 | 0.4% |
| 665686.46 | 74 | 0.4% |
| 659861.01 | 74 | 0.4% |
| 662145.52 | 74 | 0.4% |
| 661531.87 | 74 | 0.4% |
| 666085.19 | 74 | 0.4% |
| Other values (11276) | 17352 |
| Value | Count | Frequency (%) |
| 630669.73 | 1 | |
| 630707.13 | 1 | |
| 630854.48 | 1 | |
| 630961.16 | 1 | |
| 631051.27 | 1 | |
| 631091.64 | 1 | |
| 631151.58 | 1 | |
| 631293.71 | 1 | |
| 631389.77 | 1 | |
| 631395.03 | 1 |
| Value | Count | Frequency (%) |
| 696807.08 | 1 | |
| 696805.16 | 1 | |
| 696800.44 | 1 | |
| 696745.11 | 1 | |
| 696685.14 | 1 | |
| 696683.3 | 1 | |
| 696636.3 | 1 | |
| 696630.97 | 1 | |
| 696613.1 | 1 | |
| 696606.38 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| OBJECTID | linqmap_type | linqmap_subtype | pubDate | linqmap_reportDescription | linqmap_city | linqmap_street | linqmap_nearby | linqmap_roadType | linqmap_reportMood | linqmap_reportRating | linqmap_expectedBeginDate | linqmap_expectedEndDate | linqmap_magvar | nComments | linqmap_reliability | update_date | x | y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 16519 | JAM | JAM_STAND_STILL_TRAFFIC | 2022-05-15 09:31:17 | NaN | NaN | 443 מערב | NaN | 6 | 0 | 5 | NaN | NaN | 272 | 0 | 7 | 1652608382307 | 197236.32 | 650361.57 |
| 1 | 16520 | WEATHERHAZARD | HAZARD_ON_SHOULDER_CAR_STOPPED | 2022-05-15 09:43:09 | NaN | פלמחים | NaN | NaN | 2 | 0 | 5 | NaN | NaN | 174 | 0 | 6 | 1652608382309 | 173578.82 | 649010.73 |
| 2 | 16521 | JAM | JAM_STAND_STILL_TRAFFIC | 2022-05-15 09:40:57 | NaN | NaN | ל-6 דרום | NaN | 4 | 0 | 5 | NaN | NaN | 209 | 0 | 7 | 1652608382310 | 196444.19 | 679037.74 |
| 3 | 16522 | ACCIDENT | NaN | 2022-05-15 09:28:38 | NaN | פתח תקווה | NaN | NaN | 20 | 0 | 5 | NaN | NaN | 60 | 0 | 5 | 1652608382310 | 189858.74 | 668371.12 |
| 4 | 16523 | JAM | JAM_STAND_STILL_TRAFFIC | 2022-05-15 09:37:25 | NaN | גבעתיים | בן גוריון | NaN | 2 | 0 | 5 | NaN | NaN | 13 | 0 | 6 | 1652608382310 | 183121.44 | 665120.96 |
| 5 | 16524 | JAM | JAM_STAND_STILL_TRAFFIC | 2022-05-15 09:50:03 | NaN | NaN | 44 צפון | NaN | 6 | 0 | 5 | NaN | NaN | 292 | 0 | 5 | 1652608382311 | 188724.04 | 648404.31 |
| 6 | 16525 | JAM | JAM_STAND_STILL_TRAFFIC | 2022-05-15 09:19:19 | NaN | NaN | 2 דרום | NaN | 3 | 0 | 5 | NaN | NaN | 198 | 0 | 7 | 1652608382311 | 188532.73 | 694510.08 |
| 7 | 16526 | ROAD_CLOSED | ROAD_CLOSED_EVENT | 2022-04-05 09:56:53 | NaN | רמת גן | תלפיות | NaN | 1 | 0 | 0 | NaN | NaN | 0 | 0 | 10 | 1652608382311 | 182329.61 | 665960.52 |
| 8 | 16527 | WEATHERHAZARD | HAZARD_ON_SHOULDER_CAR_STOPPED | 2022-05-15 09:50:53 | NaN | NaN | 6 דרום | NaN | 3 | 0 | 5 | NaN | NaN | 198 | 0 | 10 | 1652608382311 | 198699.39 | 683382.25 |
| 9 | 16528 | JAM | JAM_HEAVY_TRAFFIC | 2022-05-15 09:21:10 | NaN | NaN | 2 דרום | NaN | 3 | 0 | 5 | NaN | NaN | 153 | 0 | 9 | 1652608382312 | 188666.85 | 695586.66 |
Last rows
| OBJECTID | linqmap_type | linqmap_subtype | pubDate | linqmap_reportDescription | linqmap_city | linqmap_street | linqmap_nearby | linqmap_roadType | linqmap_reportMood | linqmap_reportRating | linqmap_expectedBeginDate | linqmap_expectedEndDate | linqmap_magvar | nComments | linqmap_reliability | update_date | x | y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 18277 | 25693 | ROAD_CLOSED | ROAD_CLOSED_EVENT | 2022-01-04 21:37:08 | NaN | אור יהודה | יגאל אלון | NaN | 2 | 0 | 0 | NaN | NaN | 0 | 0 | 6 | 1653396782617 | 186214.39 | 659530.06 |
| 18278 | 25694 | JAM | JAM_HEAVY_TRAFFIC | 2022-05-24 12:34:15 | NaN | ראשון לציון | אליהו איתן | NaN | 1 | 0 | 5 | NaN | NaN | 114 | 0 | 5 | 1653396782618 | 177869.94 | 655568.57 |
| 18279 | 25695 | JAM | JAM_STAND_STILL_TRAFFIC | 2022-05-24 12:39:39 | NaN | גני עם | הבנים | NaN | 2 | 0 | 5 | NaN | NaN | 244 | 0 | 5 | 1653396782618 | 190578.65 | 673141.42 |
| 18280 | 25696 | JAM | JAM_STAND_STILL_TRAFFIC | 2022-05-24 12:37:21 | NaN | פתח תקווה | רוטשילד | NaN | 2 | 0 | 5 | NaN | NaN | 185 | 0 | 6 | 1653396782618 | 188891.30 | 666391.81 |
| 18281 | 25697 | ROAD_CLOSED | ROAD_CLOSED_EVENT | 2022-05-17 12:38:22 | NaN | תל אביב - יפו | שתולים | NaN | 1 | 0 | 0 | NaN | NaN | 0 | 0 | 8 | 1653396782619 | 180794.64 | 661410.20 |
| 18282 | 25698 | ROAD_CLOSED | ROAD_CLOSED_EVENT | 2022-05-15 17:00:03 | NaN | רחובות | NaN | NaN | 1 | 0 | 0 | NaN | NaN | 0 | 0 | 10 | 1653396782619 | 178853.06 | 645047.15 |
| 18283 | 25699 | ROAD_CLOSED | ROAD_CLOSED_EVENT | 2022-01-04 21:37:10 | NaN | אור יהודה | יגאל אלון | NaN | 2 | 0 | 0 | NaN | NaN | 0 | 0 | 10 | 1653396782619 | 186260.92 | 659751.11 |
| 18284 | 25700 | WEATHERHAZARD | HAZARD_ON_SHOULDER_CAR_STOPPED | 2022-05-24 12:50:42 | NaN | NaN | 444 צפון | NaN | 6 | 0 | 5 | NaN | NaN | 0 | 0 | 5 | 1653396782619 | 194659.70 | 651846.50 |
| 18285 | 25701 | JAM | JAM_STAND_STILL_TRAFFIC | 2022-05-24 12:27:39 | NaN | NaN | 5504 | NaN | 7 | 0 | 5 | NaN | NaN | 194 | 0 | 5 | 1653396782619 | 196156.07 | 678754.28 |
| 18286 | 25702 | JAM | JAM_STAND_STILL_TRAFFIC | 2022-05-24 12:36:25 | NaN | NaN | 4 דרום | NaN | 3 | 0 | 5 | NaN | NaN | 193 | 0 | 6 | 1653396782619 | 185775.79 | 667532.36 |